DeepMind's Keerthana on Gemini Robotics 2, Cross-Embodiment and Humanoids
The Cognitive Revolution · rss · 2026-10-03
The Cognitive Revolution hosts Keerthana Gopalakrishnan, Research Lead for Gemini Robotics at Google DeepMind, on the release of Gemini Robotics 2 and the path to generalist humanoid robots.
Key points:
- Architecture: pairing reasoning models like Gemini Robotics ER 2 with vision-language-action execution for "one brain, any body"
- Bottlenecks: multi-fingered manipulation and cross-embodiment remain harder problems than bipedal locomotion
- Whole-body humanoid control, progress in robotic hands, and simulation training
- Real-world trade-offs: inference latency, sensor failures, and operational safety where errors carry immediate physical consequences
- The future of robotics data and managing robot fleets
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